{"id":"W3104762135","doi":"10.3167/aia.2020.270106","title":"Book Reviews","year":2020,"lang":"en","type":"article","venue":"Anthropology in Action","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Sociology; Anthropology; Media studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009388604,0.0009264699,0.001212219,0.003995723,0.001250072,0.00648031,0.002713924,0.002713247,0.4710361],"category_scores_gemma":[0.006907694,0.0004498406,0.0009292074,0.005203702,0.0009483533,0.004378781,0.002333409,0.002697833,0.3642766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002245025,"about_ca_system_score_gemma":0.004244275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003524876,"about_ca_topic_score_gemma":0.00578222,"domain_scores_codex":[0.9982861,0.000203125,0.0001166629,0.0002691539,0.001009711,0.0001153055],"domain_scores_gemma":[0.9966467,0.0008751903,0.0002001832,0.0003103238,0.001522599,0.000445071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001241527,0.00001616714,0.00003218864,0.0006145501,0.0000048574,0.00005282636,0.00006277696,0.00005013104,0.00008440324,0.004755479,0.8971751,0.09713902],"study_design_scores_gemma":[0.000001830362,0.000003208053,0.00003779439,0.0002885025,0.000001761212,0.00007287366,0.00002419925,0.000005716846,0.00001493203,0.0008013737,0.9987456,0.000002268693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0004229423,0.2073472,0.00252444,0.02746353,0.04820134,0.0002165979,0.004306731,0.0009886615,0.7085286],"genre_scores_gemma":[0.002514628,0.1209761,0.002336293,0.01250561,0.01341375,0.0001683539,0.004510213,0.0007180703,0.8428571],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4710361,"threshold_uncertainty_score":0.7545028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.816940760289107,"score_gpt":0.7255187754081116,"score_spread":0.0914219848809954,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}